Optimal combination of classification algorithms and feature ranking methods for object-based classification of submeter resolution Z/I-Imaging DMC imagery

Optimal combination of classification algorithms and feature ranking methods for object-based classification of submeter resolution Z/I-Imaging DMC imagery

Object-based image analysis allows several different features to be calculated for the resulting objects. However, a large number of features means longer computing times and might even result in a loss of classification accuracy. In this study, we use four feature ranking methods (maximum correlati...

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Autore principale:	Canovas Garcia, F. (author)
Altri autori:	Alonso, F. (author)
Natura:	article
Pubblicazione:	2017
Soggetti:	Classification Feature selection Hughes effect Object-based image analysis Photogrammetric camera Random forest
Accesso online:	http://dspace.utpl.edu.ec/handle/123456789/18995
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

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